Module imputation

Module imputation 

Source
Expand description

Event log imputation kernels.

This module provides event log quality improvement:

  • Missing event detection and imputation
  • Duplicate event detection and removal
  • Timestamp repair for out-of-order events
  • Statistical pattern-based imputation

Structs§

EventLogImputation
Event log imputation kernel.
ImputationConfig
Configuration for imputation.
ImputationResult
Result of imputation.
ImputationStats
Statistics about log quality.
LogIssue
A detected quality issue in the log.
LogRepair
A repair action taken on the log.
RepairedEvent
An event in a repaired trace.
RepairedTrace
A repaired trace.
TransitionModel
Learned transition model for imputation.

Enums§

IssueType
Type of log quality issue.
RepairType
Type of repair action.